Predicting the Occurrence and Risk Damage Caused by the Two-Spotted Spider Mite Tetranychus urticae (Koch) in Dry Beans (Phaseolus vulgaris L.) Combining Rate and Heat Summation Models for Digital Decisions Support
Abstract:In this work, we use developmental rate models to predict egg laying activity and succession of generations of T. urticae populations under field conditions in the Prespa lakes region in Northern Greece. Moreover, the developmental rate model predictions are related to accumulated heat summations to be compared with actual bean damage and to generate pest-specific degree-day risk thresholds. The oviposition was predicted to start at 57.7 DD, while the first peak in egg laying was estimated to be at 141.8 DD. T… Show more
“…The last article [7] of the SI is also focusing on model-based predictions and its aim is to predict the evolution of spider mite population dynamics. This information can be used to control the pest population on a regular basis to promote high yield and high quality in dry bean production.…”
In recent years, the achievements of machine learning (ML) have affected all areas of industry and it plays an increasingly important role in agriculture as well [...]
“…The last article [7] of the SI is also focusing on model-based predictions and its aim is to predict the evolution of spider mite population dynamics. This information can be used to control the pest population on a regular basis to promote high yield and high quality in dry bean production.…”
In recent years, the achievements of machine learning (ML) have affected all areas of industry and it plays an increasingly important role in agriculture as well [...]
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